Raz Daphna, Bolívar-Nieto Edgar, Ozay Necmiye, Gregg Robert D
Robotics Institute, University of Michigan, Ann Arbor, MI 48109, USA.
Electrical and Computer Engineering, University of Michigan, Ann Arbor, MI 48109, USA.
Control Technol Appl. 2021 Aug;2021:627-633. doi: 10.1109/ccta48906.2021.9658844. Epub 2022 Jan 3.
This paper presents a new model and phase-variable controller for sit-to-stand motion in above-knee amputees. The model captures the effect of work done by the sound side and residual limb on the prosthesis, while modeling only the prosthetic knee and ankle with a healthy hip joint that connects the thigh to the torso. The controller is parametrized by a biomechanical phase variable rather than time and is analyzed in simulation using the model. We show that this controller performs well with minimal tuning, under a range of realistic initial conditions and biological parameters such as height and body mass. The controller generates kinematic trajectories that are comparable to experimentally observed trajectories in non-amputees. Furthermore, the torques commanded by the controller are consistent with torque profiles and peak values of normative human sit-to-stand motion. Rise times measured in simulation and in non-amputee experiments are also similar. Finally, we compare the presented controller with a baseline proportional-derivative controller demonstrating the advantages of the phase-based design over a set-point based design.
本文提出了一种用于膝上截肢者从坐姿到站立动作的新模型和相位可变控制器。该模型捕捉了健全侧和残肢对假肢所做工作的影响,同时仅对具有连接大腿和躯干的健康髋关节的假肢膝关节和踝关节进行建模。该控制器由生物力学相位变量而非时间进行参数化,并使用该模型在模拟中进行分析。我们表明,在一系列现实的初始条件和诸如身高和体重等生物学参数下,该控制器只需进行最少的调整就能表现良好。该控制器生成的运动轨迹与在非截肢者身上实验观察到的轨迹相当。此外,控制器所命令的扭矩与正常人体从坐姿到站立动作的扭矩曲线和峰值一致。在模拟和非截肢者实验中测得的上升时间也相似。最后,我们将所提出的控制器与基线比例 - 微分控制器进行比较,证明了基于相位的设计相对于基于设定点的设计的优势。